Dataset Versions

v11

2023-10-11 10:18pm

Generated on Oct 11, 2023

Dataset Split

Train Set 99%
2070Images
Valid Set 1%
15Images
Test Set 1%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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